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Key Takeaway
Expanding the limits of autonomous driving validation with AWS-based cloud simulation
Built on AWS Cloud and RoboMaker, MORAI delivers a GPU-powered, massively parallel autonomous driving simulation environment, improving simulator competition operations and enabling a globally scalable validation platform.
MORAI
Client :MORAI
Industry :Automotive / Mobility Tech / Software
Service Area :Migration & Modernization / Applications & DevOps
About the Company
MORAI is a company that develops a simulation platform necessary for validating the safety and reliability of autonomous driving systems, and independently develops and provides a full-stack autonomous vehicle simulation solution including a core engine.
Through digital twin automatic construction technology based on high-definition (HD map) data, MORAI reproduces complex road environments identically in virtual space, enabling customers to verify autonomous driving software and systems more accurately. MORAI's autonomous driving simulation builds a digital twin environment identical to reality, including complex traffic situations, various weather conditions, and lighting conditions over time, and reproduces tens of thousands of situations that occur on actual roads.
The Challenge
Need to secure high-spec GPU-focused computing resources for autonomous driving simulator operation
When hosting on-site simulator competitions in existing local environments, long installation times and difficulty in preparing PCs
Resource limitations for large-scale parallel autonomous driving simulation
Amazon Web Services
In an environment where the number of autonomous driving simulator users is rapidly increasing, we chose AWS for its rapid simulation implementation and excellent user accessibility. Through close collaboration with the AWS Prototyping Team, we replaced the back-end of MORAI SIM Cloud with AWS RoboMaker to build an architecture capable of large-scale parallel processing.
Megazone Cloud's Role
Support for MORAI SIM MarketPlace registration for global expansion
Well-Architected Review to strengthen AWS infrastructure security and optimize operational resources
GPU cost reduction through Reserved Instance purchase recommendations and stable simulation support
The Benefits
Through AWS cloud, we can now flexibly utilize GPU resources for preparing new autonomous driving simulator competitions. Based on AWS's stable infrastructure, we have established an environment to support and operate various simulation competitions including the 'Mando Autonomous Driving Competition'. With the adoption of AWS RoboMaker, large-scale autonomous driving scenarios can now be processed in parallel, and our understanding of AWS infrastructure, which was previously limited to the EC2 environment, has been expanded to include serverless and Infrastructure as Code (IaC).
Additionally, by registering the MORAI SIM solution on AWS Marketplace, we have laid the foundation for global users to utilize the MORAI SIM solution, and have expanded the scope of global expansion.






